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MMath-Project

Folders:

Estimates: Contains all of the data generated by the simulation for each difference region profile

Regions: Contains all region profiles used for simulations

Results: Contains results of analysis on estimates data for each simulation

Reports:

project_report.Rmd: project report written in R markdown

plots folder: contains all plots used in the project report

references.bib: file containing references for use in project report

Report code Folder: contains code to produce plots required in report

Simulations:

Class definition.R: possible new class layout for simulation

helper functions.R: functions to assist in running the simulation loop and keep code concise prediction grid.R: creates prediction grid over specified region in simulation

simulation loop.R: file which runs simulation of DS and DSM methods

run.spatial.simulation.R: attempt at modifying existing simulation to add DSM

single.spatial.sim.loop.R: attempt at modifying existing loop stage to add DSM

Testing:

creating segments.R: testing to ensure segments are correctly constructed

density plotting.R: constructing plots of density surface produced by DSM model

estimate analysis.R: analysing estimates produced by simulation then writing to results folder parallel sim.R: attempt to run simulation in parallel, not working currently

Starting point.R / starting point2.R : initial starting point provided by LHMarshall on DS construction on which to begin DSM simulation fitting.